Many taxpayers miss the Earned Income Tax Credit every year. This tax credit can give workers a bigger tax refund or reduce taxes they owe. Eligibility depends on income, filing status, and qualifying children. The IRS says millions still do not claim it. Checking the EITC rules could help some taxpayers receive hundreds or even thousands of dollars back.